OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Cognitive Communications and Networking is 49. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-05-01 to 2026-05-01.)

Article	Citations
Three-Dimensional Resource Matching for Internet of Things Underlaying Cognitive Capacity Harvesting Networks	159
Accurate Automatic Extraction of Signal Components From Noisy Radio Spectrograms	156
IEEE Communications Society Information	153
IEEE Communications Society Information	147
Incentive-Driven and Energy Efficient Federated Learning in Mobile Edge Networks	142
Coded Caching for Reliable Map Dissemination in Symbiotic Communication Aided Emergency UAV Systems	112
Accelerating Federated Learning for Edge Intelligence Using Conjugated Central Acceleration With Inexact Global Line Search	112
Safe Online Mobile Network Optimization Through Digital Twin-Enhanced Monte Carlo Tree Search	107
IRS-Assisted Spectrum Sensing and Primary-Secondary Transmission for Cognitive Radio Networks	103
Blockchain-Based Collaborative Task Offloading Algorithm in Heterogeneous Edge Computing Networks	102
Multi-Agent Reinforcement Learning-Based Joint Caching and Routing in Heterogeneous Networks	100
Maximizing Reliability in Overlay Radio Networks With Time Switching and Power Splitting Energy Harvesting	94
Learning-Based Real-Time Transmission Control for Multi-Path TCP Networks	92
A Deep Learning Method for Open-Set Transmission Mode Recognition Based on Multiresolution Time-Frequency Spectrograms	90
A Spatio-Temporal Liquid Learning Network for Robust Electromagnetic Signal Identification in 6G RIS-Aided UAV Cognitive Communications With Composite Channel Impairments	87
Cross-Modal Collaborative Diffusion Models for Distributed AI-Generated Content	84
Lagrangian-Augmented Learning for Stochastic Age of Accurate Semantic Information Minimization in Mobile Edge Computing Systems	82
Precoding Optimization for MIMO-OFDM Integrated Sensing and Communication Systems	81
Security Outage Probability Analysis of Cognitive Networks With Multiple Eavesdroppers for Industrial Internet of Things	78
Ambient IoT: Backscatter-Based Connectivity Topologies and Outage Behavior	75
pFedDHPO: A Differentiable Approach for Personalized Hyperparameter Optimization in Federated Learning	75
NFTracker: Fine-Grained NFT Behavior Traffic Identification Over Encrypted Tunnel	74
Probabilistic Spatio-Temporal Data Inference in Sparse Mobile Crowdsensing With Conditional Diffusion Model	69
A Reinforcement Learning-Assisted OFDM-IM Communication System Against Reactive Jammers	68
Directional Differentiable Architecture Search for Waveform Recognition	67

Energy Efficient Power Control for Cognitive Multibeam-Satellite Terrestrial Networks With Poisson Distributed Users	67
Priority-Aware Deployment of Autoscaling Service Function Chains Based on Deep Reinforcement Learning	65
LINA: A Fair Link-Grained Inter-Datacenter Traffic Scheduling Method With Deadline Guarantee	63
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data	62
A Novel Privacy-Preserving Incentive Mechanism for Multi-Access Edge Computing	61
Leveraging Generative AI for Security Defense of Mobile Edge-Enabled Digital Twins: A Survey	60
Towards AI-Native Ultra-Dense Networks: Cell Association via Multi-View Sensing	59
Graph Neural Network-Enhanced Multi-Objective Scheduling and Offloading for Hybrid Applications in Edge-Cloud Networks	59
Proactive Handover Management in 6G Low-Altitude Economy Networks for Aerial Vehicles Using Artificial General Intelligence	58
Deep Learning-Driven MA-RIS Co-Design for Near-Field ISAC: Joint Antenna Positioning, Phase Shifting, and Beamforming Optimization	58
A High-Resolution Channel Estimation Method for ICAN Systems Based on Artificial Perturbation-OTFS	56
Secure Performance of RIS-Aided NOMA in Cognitive V2X Networks With Imperfect CSI Over Double Rayleigh Fading	56
Detection of Direct Sequence Spread Spectrum Signals Based on Deep Learning	55
An Efficient Cross-Agent Spatial-Temporal Collaboration Framework for Environmental Perception in IoV	54
Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication	53
A Reinforcement Learning-Based Incentive Scheme for Multi-Hop Communications in Vehicular Networks	53
MADQN-Enhanced Computation Offloading and Resource Allocation for 6G Low-Altitude Economy Vehicular Networks	52
IEEE Transactions on Cognitive Communications and Networking Publication Information	52
Radio Frequency Fingerprint Identification for OFDM System Considering Unknown Multipath Fading Channel	51
Diffusion-Based Trajectory Optimization and Resource Allocation for Hybrid Aircraft in Low-Altitude Economy Networks	50
A Robust Adaptive High-Precision Entangled Photons-Based Ranging System	50
A Flow-Based Anomaly Detection Approach With Feature Selection Method Against DDoS Attacks in SDNs	50
Energy-Efficiency Maximization for STAR-RIS Enabled Cell-Free Symbiotic Radio Communications	50
Spatial-Frequency Block Coding Automatic Recognition With Non-Gaussian Interference for Cognitive MIMO-OFDM Systems	50
Over-the-Air Modulation for RIS-Assisted Symbiotic Radios: Design, Analysis, and Optimization	49
On-Device Intelligence for 5G RAN: Knowledge Transfer and Federated Learning Enabled UE-Centric Traffic Steering	49
Reconfigurable RAN Slicing for Ultra-Dense LEO Satellite Networks via DRL	49